DocumentCode
44667
Title
A Frequency-Constrained Stochastic Economic Dispatch Model
Author
Yen-Yu Lee ; Baldick, Ross
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas, Austin, TX, USA
Volume
28
Issue
3
fYear
2013
fDate
Aug. 2013
Firstpage
2301
Lastpage
2312
Abstract
In this paper, we formulate the economic dispatch problem as a two-stage stochastic convex program for operational decision making under uncertainty. Post-contingency minimum frequency constraints are formulated as convex sets using a simplified model of frequency dynamics. The L-shaped method is used to decompose the large stochastic program into smaller sub-problems. Large-scale system examples are provided to demonstrate the computational efficiency of the proposed model formulation. Numerical results show the value of the proposed model and indicate that the proposed model is especially useful under a higher level of wind penetration.
Keywords
convex programming; power generation dispatch; power generation economics; stochastic programming; wind power plants; L-shaped method; computational efficiency; frequency dynamic simplified model; frequency-constrained stochastic economic dispatch model; large-scale system; model formulation; operational decision making; post-contingency minimum frequency constraints; stochastic program decomposition; two-stage stochastic convex program; wind penetration; Computational modeling; Economics; Frequency control; Frequency estimation; Generators; Load modeling; Stochastic processes; Economic dispatch; operating reserves; power system security; primary frequency control; stochastic programming; transmission constraints; wind integration;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2012.2236108
Filename
6450145
Link To Document